[Object] To provide a composition for inhibiting the onset of arteriosclerosis by using a rare sugar D-psicose and a method of inhibiting the onset of arteriosclerosis. [Means for Resolution] The composition for inhibiting the onset of arteriosclerosis is characterized by comprising D-psicose as an active ingredient for an antiatherogenic action. The antiatherogenic action as described above includes an action of inhibiting or reducing the expression of a chemokine or a cytokine related to arteriosclerosis in vivo and an action of promoting the expression of a receptor involved in the improvement of arteriosclerosis without affecting the expression of an arteriosclerosis inducer. This composition is used in the form of a product selected from the group consisting of sweeteners, seasonings, food additives, food materials, foods and drinks, health foods and drinks, drugs, quasi drugs and feeds blended with D-psicose and/or its derivative and/or a mixture thereof as the active ingredient. The method of inhibiting the onset of arteriosclerosis is a method of using the above composition.